Interpretable Counterfactual Explanations Guided by Prototypes

Arnaud Van Looveren, Janis Klaise

We propose a fast, model agnostic method for finding interpretable counterfactual explanations of classifier predictions by using class prototypes. We show that class prototypes, o…